Example of switching hybrid fso/rf systems

Renát Haluška, Ľuboš Ovseník

Example of switching hybrid fso/rf systems

Číslo: 4/2020
Periodikum: Acta Electrotechnica et Informatica
DOI: 10.15546/aeei-2020-0022

Klíčová slova: FSO, decision trees, hybrid system, machine learning

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Anotace: This article addresses the issue of optical communication with Free Space Optics (FSO) and its use. The article deals with the design and construction of a monitoring system designed for the collection and processing of data characterizing the nature of conditions along the transmission path of a hybrid FSO system with a radio communication link. Due to the vulnerability of the FSO transmission channel to weather conditions, it is necessary to predict the strength of the received signal and switch to a backup line based on machine learning using decision trees.